Lecture Notes in Computer Science 3766

Transcription

1 Lecture Notes in Computer Science 3766 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen University of Dortmund, Germany Madhu Sudan Massachusetts Institute of Technology, MA, USA Demetri Terzopoulos New York University, NY, USA Doug Tygar University of California, Berkeley, CA, USA Moshe Y. Vardi Rice University, Houston, TX, USA Gerhard Weikum Max-Planck Institute of Computer Science, Saarbruecken, Germany

2 Nicu Sebe Michael S. Lew Thomas S. Huang (Eds.) Computer Vision in Human-Computer Interaction ICCV 2005 Workshop on HCI Beijing, China, October 21, 2005 Proceedings 13

3 Volume Editors Nicu Sebe University of Amsterdam, Faculty of Science The Netherlands Michael S. Lew Leiden University, LIACS Media Lab Niels Bohrweg 1, 2333 CA Leiden The Netherlands Thomas S. Huang University of Illinois at Urbana-Champaign Beckman Institute Urbana, IL 61801, USA Library of Congress Control Number: CR Subject Classification (1998): I.4, I.5, I.3, H ISSN ISBN Springer Berlin Heidelberg New York ISBN Springer Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. Springer is a part of Springer Science+Business Media springeronline.com Springer-Verlag Berlin Heidelberg 2005 Printed in Germany Typesetting: Camera-ready by author, data conversion by Olgun Computergrafik Printed on acid-free paper SPIN: /

4 Preface Human-Computer Interaction (HCI) lies at the crossroads of many scientific areas including artificial intelligence, computer vision, face recognition, motion tracking, etc. In order for HCI systems to interact seamlessly with people, they need to understand their environment through vision and auditory input. Moreover, HCI systems should learn how to adaptively respond depending on the situation. The goal of this workshop was to bring together researchers from the field of computer vision whose work is related to human-computer interaction. The selected articles for this workshop address a wide range of theoretical and application issues in human-computer interaction ranging from human-robot interaction, gesture recognition, and body tracking, to facial features analysis and human-computer interaction systems. This year 74 papers from 18 countries were submitted and 22 were accepted for presentation at the workshop after being reviewed by at least 3 members of the Program Committee. We had therefore a very competitive acceptance rate of less than 30% and as a consequence we had a very-high-quality workshop. We would like to thank all members of the Program Committee for their help in ensuring the quality of the papers accepted for publication. We are grateful to Dr. Jian Wang for giving the keynote address. In addition, we wish to thank the organizers of the 10th IEEE International Conference on Computer Vision and our sponsors, University of Amsterdam, Leiden Institute of Advanced Computer Science, and the University of Illinois at Urbana-Champaign, for support in setting up our workshop. August 20, 2005 Nicu Sebe Michael S. Lew Thomas S. Huang

5 IEEE International Workshop on Human-Computer Interaction 2005 (HCI 2005) Organization Organizing Committee Nicu Sebe Michael S. Lew Thomas S. Huang University of Amsterdam, The Netherlands Leiden University, The Netherlands University of Illinois at Urbana-Champaign, USA Program Committee Kiyo Aizawa Alberto Del Bimbo Nozha Boujemaa Kim Boyer Edward Chang Ira Cohen Jeffrey Cohn James Crowley Jonathan Foote Theo Gevers Alan Hanjalic Thomas S. Huang Alejandro Jaimes Brigitte Kerherve Michael S. Lew Frank Nack Jan Nesvadba Mark Nixon Maja Pantic Ioannis Patras Vladimir Pavlovic Alex Pentland Stan Sclaroff Nicu Sebe Qi Tian Guangyou Xu Ming-Hsuan Yang HongJiang Zhang Xiang (Sean) Zhou University of Tokyo, Japan University of Florence, Italy INRIA Rocquencourt, France Ohio State University, USA University of California, Santa Barbara, USA HP Research Labs, USA University of Pittsburgh, USA INRIA Rhônes-Alpes, France FXPAL, USA University of Amsterdam, The Netherlands TU Delft, The Netherlands University of Illinois at Urbana-Champaign, USA FujiXerox, Japan University of Quebec, Canada Leiden University, The Netherlands CWI, The Netherlands Philips Research, The Netherlands University of Southampton, UK TU Delft, The Netherlands University of York, UK Rutgers University, USA Massachusetts Institute of Technology, USA Boston University, USA University of Amsterdam, The Netherlands University of Texas at San Antonio, USA Tsinghua University, China Honda Research Labs, USA Microsoft Research Asia, China Siemens Research, USA

6 VIII Organization Sponsors Faculty of Science, University of Amsterdam Leiden Institute of Advanced Computer Science, Leiden University Beckman Institute, University of Illinois at Urbana-Champaign

7 Table of Contents Multimodal Human Computer Interaction: A Survey... 1 Alejandro Jaimes and Nicu Sebe Tracking Tracking Body Parts of Multiple People for Multi-person Multimodal Interface Sébastien Carbini, Jean-Emmanuel Viallet, Olivier Bernier, and Bénédicte Bascle Articulated Body Tracking Using Dynamic Belief Propagation Tony X. Han and Thomas S. Huang Recover Human Pose from Monocular Image Under Weak Perspective Projection Minglei Tong, Yuncai Liu, and Thomas S. Huang A Joint System for Person Tracking and Face Detection Zhenqiu Zhang, Gerasimos Potamianos, Andrew Senior, Stephen Chu, and Thomas S. Huang Interfacing Perceptive User Interface, a Generic Approach Michael Van den Bergh, Ward Servaes, Geert Caenen, Stefaan De Roeck, and Luc Van Gool A Vision Based Game Control Method Peng Lu, Yufeng Chen, Xiangyong Zeng, and Yangsheng Wang Mobile Camera-Based User Interaction Antonio Haro, Koichi Mori, Tolga Capin, and Stephen Wilkinson Event Detection Fast Head Tilt Detection for Human-Computer Interaction Benjamin N. Waber, John J. Magee, and Margrit Betke Attention Monitoring Based on Temporal Signal-Behavior Structures Akira Utsumi, Shinjiro Kawato, and Shinji Abe Action Recognition with Global Features Arash Mokhber, Catherine Achard, Xingtai Qu, and Maurice Milgram

8 X Table of Contents 3D Human Action Recognition Using Spatio-temporal Motion Templates Fengjun Lv, Ramakant Nevatia, and Mun Wai Lee Augmented Reality Interactive Point-and-Click Segmentation for Object Removal in Digital Images Frank Nielsen and Richard Nock Information Layout and Interaction Techniques on an Augmented Round Table Shintaro Kajiwara, Hideki Koike, Kentaro Fukuchi, Kenji Oka, and Yoichi Sato On-Line Novel View Synthesis Capable of Handling Multiple Moving Objects Indra Geys and Luc Van Gool Hand and Gesture Resolving Hand over Face Occlusion Paul Smith, Niels da Vitoria Lobo, and Mubarak Shah Real-Time Adaptive Hand Motion Recognition Using a Sparse Bayesian Classifier Shu-Fai Wong and Roberto Cipolla Topographic Feature Mapping for Head Pose Estimation with Application to Facial Gesture Interfaces Bisser Raytchev, Ikushi Yoda, and Katsuhiko Sakaue Accurate and Efficient Gesture Spotting via Pruning and Subgesture Reasoning Jonathan Alon, Vassilis Athitsos, and Stan Sclaroff Applications A Study of Detecting Social Interaction with Sensors in a Nursing Home Environment Datong Chen, Jie Yang, and Howard Wactlar HMM Based Falling Person Detection Using Both Audio and Video B. Uğur Töreyin, Yiğithan Dedeoğlu, and A. Enis Çetin Appearance Manifold of Facial Expression Caifeng Shan, Shaogang Gong, and Peter W. McOwan Author Index...231